Cover Image

Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yu, Wentao, He, Hengtao, Yu, Xianghao, Song, Shenghui, Zhang, Jun, Murch, Ross, Letaief, Khaled B.
Format:	Preprint
Published:	2023
Subjects:	Signal Processing Information Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments
by: Yu, Wentao, et al.
Published: (2023)

Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques
by: Yu, Wentao, et al.
Published: (2023)

Near-Field Communication with Massive Movable Antennas: An Electrostatic Equilibrium Perspective
by: Liu, Shicong, et al.
Published: (2025)

A Unified Two-Stage Generative Diffusion Framework for Channel Estimation and Port Selection in Multiuser MIMO-FAS
by: Tang, Erqiang, et al.
Published: (2026)

STAR-RIS-Assisted Cell-Free Massive MIMO with Multi-antenna Users and Hardware Impairments Over Correlated Rayleigh Fading Channels
by: Qian, Jun, et al.
Published: (2025)

AI and Deep Learning for Terahertz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models
by: Yu, Wentao, et al.
Published: (2024)

Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
by: Tang, Erqiang, et al.
Published: (2025)

Performance Analysis of STAR-RIS-Assisted Cell-Free Massive MIMO Systems with Electromagnetic Interference and Phase Errors
by: Qian, Jun, et al.
Published: (2024)

Fluid Antenna-Assisted MU-MIMO Systems with Decentralized Baseband Processing
by: Liao, Tianyi, et al.
Published: (2025)

Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks
by: Liao, Tianyi, et al.
Published: (2025)

Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework
by: Li, Hongru, et al.
Published: (2023)

Sensing-Assisted Channel Estimation for Flexible-Antenna Systems: A Unified Framework
by: Cao, Ruoxiao, et al.
Published: (2026)

Low-Complexity CSI Feedback for FDD Massive MIMO Systems via Learning to Optimize
by: Ma, Yifan, et al.
Published: (2024)

Remote Training in Task-Oriented Communication: Supervised or Self-Supervised with Fine-Tuning?
by: Li, Hongru, et al.
Published: (2025)

Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
by: Zhang, Kai, et al.
Published: (2025)

Model-Driven Deep Learning for Distributed Detection with Binary Quantization
by: Guo, Wei, et al.
Published: (2024)

Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems
by: Liu, Shicong, et al.
Published: (2024)

Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck
by: Li, Hongru, et al.
Published: (2024)

Rethinking Mutual Coupling in Movable Antenna MIMO Systems
by: Liao, Tianyi, et al.
Published: (2026)

Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)

Optimal Movable Antenna Placement for Near-Field Wireless Sensing
by: Liu, Jinjian, et al.
Published: (2026)

Low-Complexity Near-Field Localization with XL-MIMO Sectored Uniform Circular Arrays
by: Liu, Shicong, et al.
Published: (2024)

Hybrid Near-Far Field Channel Estimation for Holographic MIMO Communications
by: Yue, Shaohua, et al.
Published: (2024)

Mutual Information-Empowered Task-Oriented Communication: Principles, Applications and Challenges
by: Li, Hongru, et al.
Published: (2025)

Rethinking Mutual Coupling in Movable Antenna MIMO Systems: Modeling and Optimization
by: Liao, Tianyi, et al.
Published: (2026)

Near-Field Channel Modeling for Holographic MIMO Communications
by: Gong, Tierui, et al.
Published: (2024)

Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment
by: Xie, Songjie, et al.
Published: (2024)

Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)

Channel Estimation for Holographic Communications in Hybrid Near-Far Field
by: Yue, Shaohua, et al.
Published: (2024)

Holographic MIMO Communications with Arbitrary Surface Placements: Near-Field LoS Channel Model and Capacity Limit
by: Gong, Tierui, et al.
Published: (2023)

Revisiting XL-MIMO Channel Estimation: When Dual-Wideband Effects Meet Near Field
by: Tang, Anzheng, et al.
Published: (2024)

Spectral Efficiency Analysis of Near-Field Holographic MIMO over Ricean Fading Channels
by: Qian, Mengyu, et al.
Published: (2025)

Neural Network-Assisted Hybrid Model Based Message Passing for Parametric Holographic MIMO Near Field Channel Estimation
by: Yuan, Zhengdao, et al.
Published: (2024)

Holographic MIMO Systems, Their Channel Estimation and Performance
by: Chen, Yuanbin, et al.
Published: (2024)

On the View-and-Channel Aggregation Gain in Integrated Sensing and Edge AI
by: Chen, Xu, et al.
Published: (2023)

Robust and Secure Near-Field Communication via Curved Caustic Beams
by: Liu, Shicong, et al.
Published: (2026)

Wavenumber Domain Sparse Channel Estimation in Holographic MIMO
by: Guo, Xufeng, et al.
Published: (2024)

Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks
by: Xie, Lei, et al.
Published: (2023)

Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks
by: Kang, Tianqu, et al.
Published: (2024)

Unified Far-Field and Near-Field in Holographic MIMO: A Wavenumber-Domain Perspective
by: Chen, Yuanbin, et al.
Published: (2024)